Improved sparse domain super-resolution reconstruction algorithm based on CMUT

Z Wei, Y Bai, R Cheng, H Hu, P Wang, W Zhang… - Plos one, 2023 - journals.plos.org
A novel breast ultrasound tomography system based on a circular array of capacitive
micromechanical ultrasound transducers (CMUT) has broad application prospects …

基于真实退化估计与高频引导的内窥镜图像超分辨率重建

李嫣, 任文琦, 张长青, 张金刚, 聂云峰 - 自动化学报, 2023 - aas.net.cn
内窥镜是诊断人体器官疾病的重要医疗设备, 然而受人体内腔环境影响, 内窥镜图像分辨率一般
较低, 需对其进行超分辨处理. 目前多数基于深度学习的超分辨算法直接使用双三次插值下采样 …

联合深度超参数卷积和交叉关联注意力的大位移光流估计

王梓歌, 葛利跃, 陈震, 张聪炫, 王子旭, 舒铭奕 - 自动化学报, 2024 - aas.net.cn
针对现有深度学习光流估计模型在大位移场景下的准确性和鲁棒性问题, 本文提出了一种联合
深度超参数卷积和交叉关联注意力的图像序列光流估计方法. 首先, 通过联合深层卷积和标准卷 …

Multi-scale adaptive learning network with double connection mechanism for super-resolution on agricultural pest images

Q Zeng, S Chang, S Wang, W Ni - The Visual Computer, 2024 - Springer
Accurate recognition of pests can effectively reduce the negative impact of pests on the
agricultural economy. The unprofessional shooting ways result in low-resolution images …